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2020 Full Cities Dataset for Excel - EMEA
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| Row number | Questionnaire | Year Reported to CDP | Account Number | Organization | Country | CDP Region | Parent Section | Section | Question Number | Question Name | Column Number | Column Name | Row Number | Row Name | Response Answer | Comments | File Name | Last update |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 136401 | Cities 2020 | 2020 | 74671 | Kadıköy | Turkey | Europe | Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 2 | Climate hazards that adaptation goal addresses | 4 | Extreme hot temperature > Heat wave | 07/16/2021 01:47:15 | |||
| 136402 | Cities 2020 | 2020 | 74695 | Sandnes kommune | Norway | Europe | Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 1 | 07/16/2021 01:47:15 | ||||
| 136403 | Cities 2020 | 2020 | 54517 | City Örebro | Sweden | Europe | Energy | 8.5a | Please provide details on your city’s energy efficiency targets. | 7 | Percentage of energy efficiency improvement in target year compared to base year levels | 1 | 14 | 07/16/2021 01:47:15 | ||||
| 136404 | Cities 2020 | 2020 | 44081 | Lusaka City Council | Zambia | Africa | Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 2 | Climate hazards that adaptation goal addresses | 0 | 07/16/2021 01:47:15 | ||||
| 136405 | Cities 2020 | 2020 | 54529 | City of Leicester | United Kingdom of Great Britain and Northern Ireland | Europe | Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 2 | Water | These documents are currently in the final stage before being made public, and as such are not available at this time. It is our intention to provide access to them at a later date. | 07/16/2021 01:47:15 | ||
| 136406 | Cities 2020 | 2020 | 58671 | Helsingør Kommune / Elsinore Municipality | Denmark | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 28 | Generation of grid-supplied energy > Heat/cold generation | Elsinore Municipality generates energy from a sustainable biomass-fired CHP plant | 07/16/2021 01:47:15 | ||
| 136407 | Cities 2020 | 2020 | 58346 | Plymouth City Council | United Kingdom of Great Britain and Northern Ireland | Europe | Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 9 | Finance status | 1 | 07/16/2021 01:47:15 | ||||
| 136408 | Cities 2020 | 2020 | 832509 | Slough Borough Council | United Kingdom of Great Britain and Northern Ireland | Europe | Transport | 10.14 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 1 | Most recent years available (select year) | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 07/16/2021 01:47:15 | |||
| 136409 | Cities 2020 | 2020 | 35449 | Stadt Zürich | Switzerland | Europe | Emissions Reduction | Mitigation Target setting | 5.0d | Please provide details of your total city-wide baseline scenario target(s), including projected business as usual emissions. | 3 | Boundary of target relative to city boundary (reported in 0.1) | 7 | Question not applicable | 07/16/2021 01:47:15 | |||
| 136410 | Cities 2020 | 2020 | 14088 | City of Oslo | Norway | Europe | Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 14 | Majority funding source | 8 | Local | 07/16/2021 01:47:15 | |||
| 136411 | Cities 2020 | 2020 | 36254 | Comune di Venezia | Italy | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.2 | Please indicate the category that best describes the boundary of your city-wide GHG emissions inventory. | 1 | Boundary of inventory relative to city boundary (reported in 0.1) | 1 | Please explain | Same – covers entire city and nothing else | 07/16/2021 01:47:15 | ||
| 136412 | Cities 2020 | 2020 | 31153 | City of Berlin | Germany | Europe | Emissions Reduction | Mitigation Target setting | 5.0c | Please provide details of your total city-wide base year intensity target. An intensity target is usually measured per capita or per unit GDP. If you have an absolute emissions reduction target, please select “Base year emissions (absolute) target” in question 5.0. | 5 | Year of target introduction | 3 | Question not applicable | 07/16/2021 01:47:15 | |||
| 136413 | Cities 2020 | 2020 | 31163 | Istanbul Metropolitan Municipality | Turkey | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 27 | Generation of grid-supplied energy > CHP generation | 07/16/2021 01:47:15 | |||
| 136414 | Cities 2020 | 2020 | 54521 | BCP Council | United Kingdom of Great Britain and Northern Ireland | Europe | Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 10 | Majority funding source | 7 | Local | 07/16/2021 01:47:15 | |||
| 136415 | Cities 2020 | 2020 | 50220 | Métropole Nice Côte d'Azur | France | Europe | Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 8 | Action description and implementation progress | 9 | Considering the risk of flooding in land use planning is fundamental to maintain the security of the population. Metropole Nice Côte d'Azur and the member municipalities responsible for the planning authorizations take into account the Flood Prevention Action Plans that have been made known or approved.The Risk Prevention and Management Department of the Metropole is systematically consulted by the Building Permits Department when a development or construction project is identified as risky on Flood Prevention Action Plans. The regulation is therefore applied according to the relevant "red" or "blue area". The City of Nice goes further taking into account the studies carried out by the technical services of the Metropole to provide an opinion on project feasibility.In addition to the regulation, the mayor can use Article R-111-2 of the Urban Planning Code to refuse a building permit or to define requirements to take a risk into account.Regarding urban development and renewal operations at neighborhood level, it is appropriate to consider the flood risk upstream in the definition project in order to reduce the vulnerability of the assets and limit extra-area consequences. | 07/16/2021 01:47:15 | |||
| 136416 | Cities 2020 | 2020 | 3429 | City of Stockholm | Sweden | Europe | Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 7 | Renewable energy production (MWh) | 5 | 07/16/2021 01:47:15 | ||||
| 136417 | Cities 2020 | 2020 | 833284 | West Midlands Combined Authority | United Kingdom of Great Britain and Northern Ireland | Europe | Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 11 | Does this target align with the global 1.5 - 2 °C pathway set out in the Paris Agreement? | 1 | Yes - 1.5 °C | 07/16/2021 01:47:15 | |||
| 136418 | Cities 2020 | 2020 | 36152 | Tallinn City Council | Estonia | Europe | City-wide Emissions | Historical emissions inventories | 4.13 | Please provide details on any historical and base year city-wide emissions inventories your city has, in order to allow assessment of targets in the table below. | 4 | Previous emissions (metric tonnes CO2e) | 1 | 4284545 | 07/16/2021 01:47:15 | |||
| 136419 | Cities 2020 | 2020 | 60229 | Municipality of Arendal | Norway | Europe | Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 2 | Climate hazards that adaptation goal addresses | 1 | Extreme Precipitation > Rain storm | 07/16/2021 01:47:15 | |||
| 136420 | Cities 2020 | 2020 | 59180 | Middelfart Kommune | Denmark | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.5 | Please attach your city-wide inventory in Excel or other spreadsheet format and provide additional details on the inventory calculation methods in the table below. | 4 | Global Warming Potential (select relevant IPCC Assessment Report) | 0 | 07/16/2021 01:47:15 | ||||
| 136421 | Cities 2020 | 2020 | 35913 | City of Nairobi | Kenya | Africa | Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 2 | Water supply & sanitation | 07/16/2021 01:47:15 | |||
| 136422 | Cities 2020 | 2020 | 36254 | Comune di Venezia | Italy | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 10 | Calculated total Scope 1 + Scope 2 emissions | 1 | City-wide emissions | Question not applicable | 07/16/2021 01:47:15 | ||
| 136423 | Cities 2020 | 2020 | 42384 | Göteborgs Stad | Sweden | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 6 | If you have no emissions occurring outside the city boundary to report as a result of in-city activities, please select a notation key to explain why | 31 | Total Emissions (excluding generation of grid-supplied energy) | Not Estimated | 07/16/2021 01:47:15 | ||
| 136424 | Cities 2020 | 2020 | 840070 | Somerset West and Taunton | United Kingdom of Great Britain and Northern Ireland | Europe | Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 14 | Update/revision process in place for the Adaptation Plan | 2 | Question not applicable | 07/16/2021 01:47:15 | |||
| 136425 | Cities 2020 | 2020 | 832909 | Município de Coruche | Portugal | Europe | Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0a | Please select the primary process or methodology used to undertake the risk and vulnerability assessment of your city. | 1 | Primary methodology | 1 | Risk assessment methodology | UK Climate Impacts Partnership Framework (UKCIP) | 07/16/2021 01:47:15 | ||
| 136426 | Cities 2020 | 2020 | 36044 | Seferihisar Municipality | Turkey | Europe | Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 6 | Biomass | 1 | Electricity source | 0 | 07/16/2021 01:47:15 | |||
| 136427 | Cities 2020 | 2020 | 50154 | City of Turku | Finland | Europe | Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 5 | Means of implementation | 5 | Development and implementation of action plan | 07/16/2021 01:47:15 | |||
| 136428 | Cities 2020 | 2020 | 31153 | City of Berlin | Germany | Europe | Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 12 | Total cost provided by the local government (currency) | 3 | 07/16/2021 01:47:15 | ||||
| 136429 | Cities 2020 | 2020 | 36469 | Comune dell'Aquila | Italy | Europe | Food | 12.4 | How does your city increase access to sustainable foods? | 2 | Please provide details and/or links to more information about the actions your city is taking to increase access to sustainable foods | 1 | Do you subsidise fresh fruits and vegetables? | 07/16/2021 01:47:15 | ||||
| 136430 | Cities 2020 | 2020 | 58488 | Sonderborg Kommune | Denmark | Europe | Emissions Reduction | Mitigation Planning | 5.5a | Please attach your city’s climate change mitigation plan below. If your city has both mitigation and energy access plans, please make sure to attach all relevant documents below. | 6 | Boundary of plan relative to city boundary (reported in 0.1) | 1 | 07/16/2021 01:47:15 | ||||
| 136431 | Cities 2020 | 2020 | 36285 | Comune di Firenze | Italy | Europe | Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 1 | Mitigation action | 4 | Mass Transit > Improve bus infrastructure, services, and operations | 07/16/2021 01:47:15 | |||
| 136432 | Cities 2020 | 2020 | 73637 | Steve Tshwete | South Africa | Africa | City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 2 | Where data is not available, please explain why | 2 | Stationary Energy: energy use – Scope 2 (I.X.2) | 07/16/2021 01:47:15 | |||
| 136433 | Cities 2020 | 2020 | 54492 | Bergen Municipality | Norway | Europe | City-wide Emissions | GCoM Emission Factor and Activity Data | 4.15 | Please provide a summary of emissions factors and activity data used in your inventory. | 5 | Gas | 3 | C02 | 07/16/2021 01:47:15 | |||
| 136434 | Cities 2020 | 2020 | 840070 | Somerset West and Taunton | United Kingdom of Great Britain and Northern Ireland | Europe | Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 4 | Status of action | 6 | Scoping | 07/16/2021 01:47:15 | |||
| 136435 | Cities 2020 | 2020 | 831431 | Cornwall Council | United Kingdom of Great Britain and Northern Ireland | Europe | Energy | 8.4 | How much (in MW capacity) renewable energy is installed within the city boundary in the following categories? | 2 | Comment | 2 | Solar PV | 07/16/2021 01:47:15 | ||||
| 136436 | Cities 2020 | 2020 | 43930 | The Hague | Netherlands | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 7 | Total Stationary Energy | Question not applicable | 07/16/2021 01:47:15 | ||
| 136437 | Cities 2020 | 2020 | 831674 | Município de Amarante | Portugal | Europe | Energy | 8.4 | How much (in MW capacity) renewable energy is installed within the city boundary in the following categories? | 2 | Comment | 6 | Other, please specify | 07/16/2021 01:47:15 | ||||
| 136438 | Cities 2020 | 2020 | 60092 | City of Porvoo | Finland | Europe | Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 6 | Drought is expected to increase in the spring in the future, which will have negative impacts to agriculture and also to parks, forests and green areas in the city. In severe cases, emergency services provide help to animal farms by delivering drinking water to the animals. The ES are, however, not responsible for these actions. | 07/16/2021 01:47:15 | |||
| 136439 | Cities 2020 | 2020 | 31163 | Istanbul Metropolitan Municipality | Turkey | Europe | Water Security | Water Supply Management | 14.3 | Please select the actions you are taking to reduce the risks to your city’s water security. | 3 | Status of action | 1 | Operation | 07/16/2021 01:47:15 | |||
| 136440 | Cities 2020 | 2020 | 826429 | Município de Figueira da Foz | Portugal | Europe | Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 3 | Emergency services | 07/16/2021 01:47:15 | |||
| 136441 | Cities 2020 | 2020 | 36469 | Comune dell'Aquila | Italy | Europe | Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0c | Please explain why your city does not have a climate risk and vulnerability assessment. | 2 | Comment | 1 | Please explain | Question not applicable | 07/16/2021 01:47:15 | ||
| 136442 | Cities 2020 | 2020 | 36282 | Comune di Chieti | Italy | Europe | Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 4 | Identify the climate-related health issues faced by your city | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 136443 | Cities 2020 | 2020 | 36159 | City of Lisbon | Portugal | Europe | Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 13 | Description of the stakeholder engagement processes | 1 | 07/16/2021 01:47:15 | ||||
| 136444 | Cities 2020 | 2020 | 60117 | Winchester City Council | United Kingdom of Great Britain and Northern Ireland | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 12 | Level of confidence | 1 | City-wide emissions | Question not applicable | 07/16/2021 01:47:15 | ||
| 136445 | Cities 2020 | 2020 | 1499 | Ajuntament de Barcelona | Spain | Europe | Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 8 | Target year | 2 | 2020 | 07/16/2021 01:47:15 | |||
| 136446 | Cities 2020 | 2020 | 43930 | The Hague | Netherlands | Europe | Governance and Data Management | Governance | 1.0a | Please detail which goals and targets are incorporated in your city’s master plan and describe how these goals are addressed in the table below. | 1 | Goal type | 1 | Emissions reduction targets | 07/16/2021 01:47:15 | |||
| 136447 | Cities 2020 | 2020 | 62855 | Egedal Municipality | Denmark | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 1 | Direct emissions (metric tonnes CO2e) | 2 | Stationary energy > Commercial buildings & facilities | 3361.15 | 07/16/2021 01:47:15 | ||
| 136448 | Cities 2020 | 2020 | 46470 | Ayuntamiento de Vitoria-Gasteiz | Spain | Europe | Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 5 | Explanation of boundary choice where the assessment boundary differs from the city boundary | 1 | La evaluación de vulnerabilidad afecta al conjunto del área municipal: ciudad y resto del territorio municipal | 07/16/2021 01:47:15 | |||
| 136449 | Cities 2020 | 2020 | 31148 | City of Amsterdam | Netherlands | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 1 | Direct emissions (metric tonnes CO2e) | 15 | Waste > Biological treatment | 07/16/2021 01:47:15 | |||
| 136450 | Cities 2020 | 2020 | 50208 | Adana Metropolitan Municipality | Turkey | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 1 | Direct emissions (metric tonnes CO2e) | 1 | Stationary energy > Residential buildings | Question not applicable | 07/16/2021 01:47:15 |
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This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.
This dataset contains the full responses of publicly disclosing cities in 2020. To view the complete cities 2020 questionnaire guidance, including all questions asked in 2020, visit https://www.cdp.net/en/guidance/guidance-for-cities. Please contact cities@cdp.net if you have any questions.
When using the inventory data for aggregation, comparison and trend analysis, please note that the inventory data is based on non-verified self-reported city inputs. The reported inventory may not include all emission sources within the city boundary.
Please note that this dataset may contain data from cities or, in some instances, groups of cities at different administrative levels. This includes metropolitan areas, combined authorities, and 5 American regional councils, which are: Chicago Metropolitan Mayors Caucus; Denver Regional Council of Governments; Metropolitan Council, Twin Cities; Metropolitan Washington Council of Governments; and Mid-America Regional Council.
This view contains data from the CDP Cities Europe, CDP Cities Africa and CDP Cities Middle East Authority Regions.
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